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https:\/\/www.linkedin.com\/posts\/jacquesludik_gpt-4-can-improve-itself-ft-reflexion-activity-7050426192234971136-GoQy<\/a><\/p>\n\n\n\n On GPT-4 self-improvement, as also mentioned by Andrej Karpathy<\/a>, we are not seeing max GPT-4 capability yet. Through “prompt design, tool use, meta cognition strategies (e.g., idea of attempt, critique, retry, capabilities model, etc.) this technology is very likely to go a long way”.<\/p>\n\n\n\n See also “AI Explained” video https:\/\/lnkd.in\/dFgxNqr3<\/a> and the following recent papers as background.<\/p>\n\n\n\n \u2705 Reflexion: an autonomous agent with dynamic memory and self-reflection (20 Mar 2023) \u2705 HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face (2 Apr 2023) \u2705 DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents (30 Mar 2023) \u2705 Language Models can Solve Computer Tasks (30 Mar 2023) \u2705 Language Models can Solve Computer Tasks (30 Mar 2023) \u2705 TaskMatrix.AI<\/a>: Completing Tasks by Connecting Foundation Models with Millions of APIs (29 Mar 2023) \u2705 Sparks of Artificial General Intelligence: Early experiments with GPT-4 (27 Mar 2023) \u2705 GPT-4 Technical Report (27 Mar 2023) \u2705 Alpaca: A Strong, Replicable Instruction-Following Model (13 Mar 2023) \u2705 LARGE LANGUAGE MODELS CAN SELF-IMPROVE (25 Oct 2022) \u2705 ALFWORLD: ALIGNING TEXT AND EMBODIED ENVIRONMENTS FOR INTERACTIVE LEARNING (14 Mar 2021) NVIDIA<\/a> shows new research on using AI to improve chip designs Google<\/a> C.E.O. Sundar Pichai on the A.I. Moment: \u2018You Will See Us Be Bold\u2019 \ud83c\udf0d The Power of Generative AI: Exploring its Impact, Applications, Limitations, and Future \ud83c\udf0d \u201cDemocratizing Artificial Intelligence to Benefit Everyone: Shaping a Better Future in the Smart Technology Era\u201d jacquesludik.com<\/a><\/p>\n\n\n\n OpenAI<\/a>, SwissCognitive, World-Leading AI Network<\/a>, Machine Intelligence Institute of Africa | MIIA<\/a>, Cortex Logic<\/a>, Cortex Group<\/a>, DSNai – Data Science Nigeria<\/a>, AICE Africa<\/a>, Google<\/a>, Meta<\/a>, Meta AI<\/a>, DeepMind<\/a>, Stanford Institute for Human-Centered Artificial Intelligence (HAI)<\/a>, OECD.AI<\/a>, World Economic Forum<\/a>, VERSES<\/a>, University of Washington<\/a>, Microsoft<\/a>, Carnegie Mellon University<\/a>, Microsoft Research<\/a>, Curai Health<\/a>, UC Irvine<\/a>, Zhejiang University<\/a>, University of Illinois Urbana-Champaign<\/a><\/p>\n\n\n\n #artificialintelligence<\/a>#technology<\/a>#datascience<\/a>#africa<\/a>#network<\/a> https:\/\/www.linkedin.com\/posts\/jacquesludik_gpt-4-can-improve-itself-ft-reflexion-activity-7050426192234971136-GoQy On GPT-4 self-improvement, as also mentioned by Andrej Karpathy, we are not seeing max GPT-4 capability yet. Through “prompt design, tool use, meta cognition strategies (e.g., [\u2026]<\/span><\/p>\n","protected":false},"author":1,"featured_media":412,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,4,5],"tags":[],"class_list":["post-411","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-democratizing-ai","category-sapiens-network"],"_links":{"self":[{"href":"https:\/\/sapiens.it.com\/index.php?rest_route=\/wp\/v2\/posts\/411","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sapiens.it.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sapiens.it.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sapiens.it.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sapiens.it.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=411"}],"version-history":[{"count":1,"href":"https:\/\/sapiens.it.com\/index.php?rest_route=\/wp\/v2\/posts\/411\/revisions"}],"predecessor-version":[{"id":413,"href":"https:\/\/sapiens.it.com\/index.php?rest_route=\/wp\/v2\/posts\/411\/revisions\/413"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sapiens.it.com\/index.php?rest_route=\/wp\/v2\/media\/412"}],"wp:attachment":[{"href":"https:\/\/sapiens.it.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=411"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sapiens.it.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=411"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sapiens.it.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=411"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
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